| Number of Variables | 18 |
|---|---|
| Number of Rows | 11534 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.2 MB |
| Average Row Size in Memory | 203.0 B |
| Variable Types |
|
| SHOTS_OFF_GOAL and CORNERS have similar distributions | Similar Distribution |
|---|---|
| SHOTS_ON_GOAL is skewed | Skewed |
| SHOTS_OFF_GOAL is skewed | Skewed |
| BLOCKED_SHOTS is skewed | Skewed |
| CORNERS is skewed | Skewed |
| OFFSIDES is skewed | Skewed |
| THROW_IN is skewed | Skewed |
| GOALKEEPER_SAVES is skewed | Skewed |
| YELLOW_CARDS is skewed | Skewed |
| COMPLETED_PASSES is skewed | Skewed |
| TACKLES is skewed | Skewed |
|---|---|
| ATTACKS is skewed | Skewed |
| DANGEROUS_ATTACKS is skewed | Skewed |
| ID has a high cardinality: 11534 distinct values | High Cardinality |
| ID has constant length 10 | Constant Length |
| RED_CARDS has constant length 1 | Constant Length |
| ID has all distinct values | Unique |
| BLOCKED_SHOTS has 2543 (22.05%) zeros | Zeros |
| FREE_KICKS has 1049 (9.09%) zeros | Zeros |
| OFFSIDES has 2201 (19.08%) zeros | Zeros |
| THROW_IN has 8482 (73.54%) zeros | Zeros |
|---|---|
| GOALKEEPER_SAVES has 664 (5.76%) zeros | Zeros |
| YELLOW_CARDS has 1207 (10.46%) zeros | Zeros |
| COMPLETED_PASSES has 6331 (54.89%) zeros | Zeros |
| TACKLES has 5586 (48.43%) zeros | Zeros |
| ATTACKS has 4359 (37.79%) zeros | Zeros |
| DANGEROUS_ATTACKS has 4358 (37.78%) zeros | Zeros |
categorical
| Approximate Distinct Count | 11534 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 844.8 KB |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | I7XF6FSRAT |
|---|---|
| 2nd row | KGJs2ZzqAT |
| 3rd row | 6XHk0D5eAT |
| 4th row | KIrtyAcHAT |
| 5th row | EFETfITFAT |
| Count | 100078 |
|---|---|
| Lowercase Letter | 38858 |
| Space Separator | 0 |
| Uppercase Letter | 61220 |
| Dash Punctuation | 0 |
| Decimal Number | 15262 |
numerical
| Approximate Distinct Count | 67 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 48.7969 |
| Minimum | 16 |
| Maximum | 82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 16 |
|---|---|
| 5-th Percentile | 31 |
| Q1 | 41 |
| Median | 49 |
| Q3 | 56 |
| 95-th Percentile | 67 |
| Maximum | 82 |
| Range | 66 |
| IQR | 15 |
| Mean | 48.7969 |
|---|---|
| Standard Deviation | 10.9384 |
| Variance | 119.6484 |
| Sum | 562824 |
| Skewness | 0.03621 |
| Kurtosis | -0.3412 |
| Coefficient of Variation | 0.2242 |
numerical
| Approximate Distinct Count | 32 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 11.0407 |
| Minimum | 0 |
| Maximum | 32 |
| Zeros | 8 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 8 |
| Median | 11 |
| Q3 | 14 |
| 95-th Percentile | 19 |
| Maximum | 32 |
| Range | 32 |
| IQR | 6 |
| Mean | 11.0407 |
|---|---|
| Standard Deviation | 4.6194 |
| Variance | 21.3384 |
| Sum | 127343 |
| Skewness | 0.5783 |
| Kurtosis | 0.3122 |
| Coefficient of Variation | 0.4184 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.0359 |
| Minimum | 0 |
| Maximum | 17 |
| Zeros | 356 |
| Zeros (%) | 3.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 5 |
| 95-th Percentile | 8 |
| Maximum | 17 |
| Range | 17 |
| IQR | 3 |
| Mean | 4.0359 |
|---|---|
| Standard Deviation | 2.3684 |
| Variance | 5.6094 |
| Sum | 46550 |
| Skewness | 0.7878 |
| Kurtosis | 0.8515 |
| Coefficient of Variation | 0.5868 |
numerical
| Approximate Distinct Count | 22 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.6141 |
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 224 |
| Zeros (%) | 1.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 4 |
| Q3 | 6 |
| 95-th Percentile | 9 |
| Maximum | 21 |
| Range | 21 |
| IQR | 3 |
| Mean | 4.6141 |
|---|---|
| Standard Deviation | 2.5677 |
| Variance | 6.593 |
| Sum | 53219 |
| Skewness | 0.833 |
| Kurtosis | 1.2158 |
| Coefficient of Variation | 0.5565 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.3907 |
| Minimum | 0 |
| Maximum | 15 |
| Zeros | 2543 |
| Zeros (%) | 22.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 4 |
| 95-th Percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| IQR | 3 |
| Mean | 2.3907 |
|---|---|
| Standard Deviation | 2.0919 |
| Variance | 4.3759 |
| Sum | 27574 |
| Skewness | 0.9813 |
| Kurtosis | 1.1093 |
| Coefficient of Variation | 0.875 |
numerical
| Approximate Distinct Count | 38 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 13.3595 |
| Minimum | 0 |
| Maximum | 39 |
| Zeros | 1049 |
| Zeros (%) | 9.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 10 |
| Median | 14 |
| Q3 | 17 |
| 95-th Percentile | 23 |
| Maximum | 39 |
| Range | 39 |
| IQR | 7 |
| Mean | 13.3595 |
|---|---|
| Standard Deviation | 6.1215 |
| Variance | 37.473 |
| Sum | 154088 |
| Skewness | -0.3887 |
| Kurtosis | 0.4679 |
| Coefficient of Variation | 0.4582 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.5071 |
| Minimum | 0 |
| Maximum | 19 |
| Zeros | 313 |
| Zeros (%) | 2.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 4 |
| Q3 | 6 |
| 95-th Percentile | 9 |
| Maximum | 19 |
| Range | 19 |
| IQR | 3 |
| Mean | 4.5071 |
|---|---|
| Standard Deviation | 2.6151 |
| Variance | 6.8387 |
| Sum | 51985 |
| Skewness | 0.6836 |
| Kurtosis | 0.4735 |
| Coefficient of Variation | 0.5802 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.9462 |
| Minimum | 0 |
| Maximum | 14 |
| Zeros | 2201 |
| Zeros (%) | 19.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 14 |
| Range | 14 |
| IQR | 2 |
| Mean | 1.9462 |
|---|---|
| Standard Deviation | 1.6476 |
| Variance | 2.7147 |
| Sum | 22448 |
| Skewness | 1.0953 |
| Kurtosis | 1.6224 |
| Coefficient of Variation | 0.8466 |
numerical
| Approximate Distinct Count | 42 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 5.6325 |
| Minimum | 0 |
| Maximum | 50 |
| Zeros | 8482 |
| Zeros (%) | 73.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 12 |
| 95-th Percentile | 27 |
| Maximum | 50 |
| Range | 50 |
| IQR | 12 |
| Mean | 5.6325 |
|---|---|
| Standard Deviation | 9.915 |
| Variance | 98.3076 |
| Sum | 64965 |
| Skewness | 1.4204 |
| Kurtosis | 0.551 |
| Coefficient of Variation | 1.7603 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 3.3642 |
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 664 |
| Zeros (%) | 5.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 5 |
| 95-th Percentile | 7 |
| Maximum | 20 |
| Range | 20 |
| IQR | 3 |
| Mean | 3.3642 |
|---|---|
| Standard Deviation | 2.2044 |
| Variance | 4.8595 |
| Sum | 38803 |
| Skewness | 0.9447 |
| Kurtosis | 1.4888 |
| Coefficient of Variation | 0.6553 |
numerical
| Approximate Distinct Count | 33 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 12.9986 |
| Minimum | 0 |
| Maximum | 32 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 7 |
| Q1 | 10 |
| Median | 13 |
| Q3 | 16 |
| 95-th Percentile | 20 |
| Maximum | 32 |
| Range | 32 |
| IQR | 6 |
| Mean | 12.9986 |
|---|---|
| Standard Deviation | 4.2309 |
| Variance | 17.9005 |
| Sum | 149926 |
| Skewness | 0.4143 |
| Kurtosis | 0.3309 |
| Coefficient of Variation | 0.3255 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.2458 |
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 1207 |
| Zeros (%) | 10.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 9 |
| Range | 9 |
| IQR | 2 |
| Mean | 2.2458 |
|---|---|
| Standard Deviation | 1.4475 |
| Variance | 2.0954 |
| Sum | 25903 |
| Skewness | 0.5559 |
| Kurtosis | 0.2483 |
| Coefficient of Variation | 0.6446 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 618 |
|---|---|
| Approximate Unique (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 196.4067 |
| Minimum | 0 |
| Maximum | 993 |
| Zeros | 6331 |
| Zeros (%) | 54.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 403 |
| 95-th Percentile | 596 |
| Maximum | 993 |
| Range | 993 |
| IQR | 403 |
| Mean | 196.4067 |
|---|---|
| Standard Deviation | 232.4591 |
| Variance | 54037.2137 |
| Sum | 2.2654e+06 |
| Skewness | 0.61 |
| Kurtosis | -1.0643 |
| Coefficient of Variation | 1.1836 |
numerical
| Approximate Distinct Count | 37 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 8.341 |
| Minimum | 0 |
| Maximum | 38 |
| Zeros | 5586 |
| Zeros (%) | 48.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 8 |
| Q3 | 16 |
| 95-th Percentile | 23 |
| Maximum | 38 |
| Range | 38 |
| IQR | 16 |
| Mean | 8.341 |
|---|---|
| Standard Deviation | 8.8601 |
| Variance | 78.5012 |
| Sum | 96205 |
| Skewness | 0.4354 |
| Kurtosis | -1.2122 |
| Coefficient of Variation | 1.0622 |
numerical
| Approximate Distinct Count | 173 |
|---|---|
| Approximate Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 63.7961 |
| Minimum | 0 |
| Maximum | 241 |
| Zeros | 4359 |
| Zeros (%) | 37.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 82 |
| Q3 | 107 |
| 95-th Percentile | 139 |
| Maximum | 241 |
| Range | 241 |
| IQR | 107 |
| Mean | 63.7961 |
|---|---|
| Standard Deviation | 53.4895 |
| Variance | 2861.1229 |
| Sum | 735824 |
| Skewness | -0.09081 |
| Kurtosis | -1.4824 |
| Coefficient of Variation | 0.8384 |
numerical
| Approximate Distinct Count | 125 |
|---|---|
| Approximate Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 28.7356 |
| Minimum | 0 |
| Maximum | 135 |
| Zeros | 4358 |
| Zeros (%) | 37.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 31 |
| Q3 | 48 |
| 95-th Percentile | 74 |
| Maximum | 135 |
| Range | 135 |
| IQR | 48 |
| Mean | 28.7356 |
|---|---|
| Standard Deviation | 26.5888 |
| Variance | 706.9666 |
| Sum | 331436 |
| Skewness | 0.4326 |
| Kurtosis | -0.662 |
| Coefficient of Variation | 0.9253 |